How are the sessions delivered?

Online via Zoom, unless the event page lists an in-person venue.

Do I need prior experience to attend?

Each workshop lists its difficulty and intended audience on the event page, and many are designed to be beginner-friendly.

Will I receive a certificate?

Workshops that include a graded certificate award it on completion — check the event's learning toolkit for what your ticket covers.

Are recordings included?

Tickets that include recordings provide high-resolution video so you can revisit the material after the workshop.

What do I need to participate?

A laptop and a free Sectors account are enough to follow along; some workshops also provide API credits to build live during the session.

What if it's not what I expected?

Not what you expected? You can request a full refund any time before the workshop begins.

Building Your Personal Finance Terminal

Happening in 7 daysLimited seats

Join 1,892 learners across 13 countries who have built with us.

RecordingsCertificateAPI creditsDiscord support

2 Day AI Engineering Workshop

24th and 25th September

Early bird$145

IDR 590,000

Full refund before Day 1

Limited Seats Available

24th and 25th September, 2026

Building Your Personal Finance Terminal

A workshop on the established patterns behind Agentic AI systems, and a code-along that turns them into a financial agent you can reach on Telegram.

Most agent tutorials end at a notebook cell. The agent answers one question, in an environment only its author can reach, and then the laptop closes and it stops existing. What is missing sits around the model rather than inside it: a memory that survives the session, a schedule that fires with nobody present, and a channel that reaches you when you are nowhere near a screen.

The first evening is the groundwork: the building blocks of agentic systems, the six patterns we keep returning to, and the case studies behind them, drawn from the same material as our published work. The second evening is the code-along, where we build the terminal over live IDX and SGX data and put it somewhere it stays up, which is the part most courses leave out. By the end it holds a conversation on Telegram and sends a briefing before the market opens, tailored to your personal analysis framework and watchlist.

Building Blocks and Agentic Patterns

The established paradigms behind robust Agentic AI systems.

The building blocks every Agentic AI system is assembled from.
Six agentic patterns, and the conditions that make each one right.
Worked examples from enterprise systems we have put into production.

The Personal Finance Terminal Blueprint

How those patterns compose into an agent that watches a market.

Tools, memory, and retrieval arranged around live market data.
Guardrails for a domain where a confident wrong answer is costly.
What has to hold true before an agent can be left running unattended.

Engineering Practices and Code-Along

Building the terminal together, and leaving it running.

Writing the agent loop, the tool schemas, and the guardrails together.
Wiring in live IDX and SGX data as tools the agent can reach for.
Connecting Telegram, so that the agent has an address of its own.
A watchlist, along with conditions that decide when to send message.
Deploying it so that the briefing arrives without manual intervention.

🍀 Learning Objectives

Established Agentic Patterns
The building blocks and the six recurring patterns behind robust Agentic AI systems, drawn from our publications and the systems we run for clients.
Agents Powered by Live Market Data
Give an agent tools that read live IDX and SGX figures, so that its answers rest on numbers anyone can check.
Your Own Personal Finance Terminal
Build and deploy an agent that holds a conversation on Telegram and sends a briefing before the market opens.

Your Instructor

Vincentius C. Calvin

I lead the API and infrastructure work behind Sectors, the financial data suite that serves live IDX, SGX and KLSE market data to more than 30,000 users and to several of the largest financial institutions in Southeast Asia. My own work sits in the layer underneath the models, among the data pipelines, latency budgets and retrieval systems that decide whether an agent turns out to be dependable once it is in front of real users.

BSc in Mathematics, and the engineer behind the Sectors Financial API, its MCP server, and the infrastructure that keeps both fast enough to sit inside an agent loop.
Builds and maintains MLOps and enterprise retrieval systems for Supertype clients across the mining, logistics, and financial services sectors.
Leads AI layer of Superlative, Supertype's AI platform for Odoo-powered businesses.
Speaks on agentic analytics and humanless reporting at Supertype's AI conferences.

Book Your Spot

Description

A 5-hour workshop across two evenings on building a personal finance terminal from scratch: AI-powered Telegram wired to IDX and SGX market data through the Sectors API.

Event Details

Date: September 24 - September 25, 2026
Time: 18:00 - 20:30 (GMT+7)
Venue: Zoom Conferencing (Online)
Instructor: Vincentius C. Calvin

Ticket Prices

Day-1 Only$27 · IDR 490,000

Full Workshop$34 · IDR 590,000

Easy Checkout Steps

Select ticket quantity and payment method.
Click Pay to start a secure checkout.
Follow the payment instructions.

Payment secured by

We use industry-standard encryption to protect your payment information. Payment data is never stored on our servers.

Kevin Sanjoto, CEO-Founder of Pegipegi and 3 AI startups
I took your AI Search Engine course a while ago and really enjoyed it.
The course was incredibly insightful and full of practical knowledge for engineering AI products in the real world. I also love the way you teach, very engaging, structured, and intentional.

Kevin reached out to us after the workshop, and we hit it off right away. We're thrilled that Kev is now a trusted advisor at Supertype.
Kevin is one of 1,892 students across
1,249 participants from Indonesia have attended our workshops.

Saya merasa senang karena memperoleh ilmu baru, khususnya terkait data analytics.
Overall, kelasnya menarik dan sangat interaktif. Panitia yang terlibat juga aktif dan solutif. Terima kasih Supertype atas kesempatannya 🥳🙌

Yogha Hari Purnomo

Financial Analytics in Google Sheets, Looker BI, and Microsoft Excel

I am still getting used to using chatgpt, but yesterday's course was fantastic. I used to think financial services were just statistics, but it turns out they can be used as storytelling with the help of LLM. I appreciate the exceptional training and the time you invested.

Sabrina Nurindra Putri

Generative AI for Finance and Investing

💡 This workshop truly opened up a new perspective on how AI can elevate search to the next level! 🚀 Thanks to Mr. Samuel Chan, Supertype for such an insightful session!

Noer Barrihadianto

Building Search Engines in the era of AI

Apologies for reaching out this late in the evening, but I was really engrossed in the workshop session earlier. Great job on the presentation 👋! I gained a lot of valuable insights, both technical (like using LangChain) and non-technical (such as stock market insights). Thank youfor the informative session. Can't wait for future sessions 👋

Andi Alifsyah Dyasham

Generative AI for Finance and Investing

We built an AI-powered Search Engine

Supertype is the developer of the region's leading financial search engine, Sectors Search.
It has detailed, unparalleled coverage on more than 2,000 public and private companies across Indonesia and Singapore. The underlying AI server is fully architected in-house by Supertype; it services 40,000 monthly users, and is used by some of the largest financial institutions in the region as a critical part of their investment research and fintech infrastructure.

Sectors Search supports first-class natural language queries, keyword search, part-of-name search and other advanced AI features, powered by a custom-built AI infrastructure engineered by Supertype.

Taught by Industry Experts

Companies are racing against time to build better information-retrieval systems that can help them make mission-critical decisions faster and more accurately. Being the technology partner for some of the largest institutions in the region, Supertype is at the forefront of these developments and is excited to be organizing a live, in-person online workshop on AI engineering.

Last Updated on September 2026

Tired of outdated tutorials in the fast-moving landscape of AI? Us, too. This workshop is constantly updated in an ongoing Github Repository by the course author, and uses the latest version of all libraries (crucially LangChain and LangGraph). It teaches you all the skills required to build intelligent conversational AI Agents, using the same toolkit that we deploy for our clients at Supertype.

Next Steps

1. Purchase a ticket for the workshop

After you have purchased a ticket for the workshop, you will receive an automated email with a link to details on joining the workshop.

2. Add the dates to your Calendar

We automatically send you a reminder close to the event day itself, but we also recommend adding the event to your calendar.

3. Prepare for the workshop

Sign up for a Sectors account and drop a 👋 Hi at our Discord channel so we have a way to reach you and provide support and mentorship to our Full Workshop members. We will also credit your Sectors account with the 3,000 API credits so you can start building your Agentic AI systems post-workshop (Full Workshop members only).

Building Your Personal Finance Terminal